Table 1.

Hyperparameters table for the proposed multiscale deep CNN for the classification of COVID19.

Hyperparameters	Values for dataset A	Values for dataset B
COVID19 instances	125	3000
Pneumonia instances	500	3000
No-Findings instances	500	3000
Learning rate	0.001	0.001
Batch size	64	64
Epochs	70	50
Optimizer	Adam	Adam
Loss function	Sparse categorical cross-entropy	Sparse categorical cross-entropy